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Head to head

a9n9 Deep Research vs UI Debugger

Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.

a9n9 Deep Researchnet.a9n9/deep-research
C
No reviews yet

Objective-driven deep research: free daily quick search plus MPP-paid cross-source browser reports.

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UI Debuggerio.github.developerz-ai/ui-debugger-mcp
B
No reviews yet

Autonomous UI debugging MCP server: an agent drives the browser/desktop, reports bugs + UX issues.

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The short version

Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours UI Debugger (82/100 against 60). a9n9 Deep Research is hosted and callable through the gateway; UI Debugger runs on your own machine. UI Debugger has noticeably more public adoption.

 a9n9 Deep ResearchUI Debugger
User ratingNo reviews yetNo reviews yet
Safety gradeC60/100B82/100
AdoptionNewGrowing
GitHub stars–2
Downloads / week–67
Runs whereHosted (remote)Your machine (local)
Gateway-readyYesNo
Tools55
Write actions11
Price per callFreeFree
Licence—MIT
Last release—2026-09-17
CategoryScraping and browsingScraping and browsing

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